A New Supervised Over-Sampling Algorithm with Application to Protein-Nucleotide Binding Residue Prediction

@inproceedings{Hu2014ANS,
  title={A New Supervised Over-Sampling Algorithm with Application to Protein-Nucleotide Binding Residue Prediction},
  author={Jun Hu and Xue He and Dong-Jun Yu and Xi-Bei Yang and Jing-yu Yang and Hong-Bin Shen and Yang Arthur Zhang},
  booktitle={PloS one},
  year={2014}
}
Protein-nucleotide interactions are ubiquitous in a wide variety of biological processes. Accurately identifying interaction residues solely from protein sequences is useful for both protein function annotation and drug design, especially in the post-genomic era, as large volumes of protein data have not been functionally annotated. Protein-nucleotide binding residue prediction is a typical imbalanced learning problem, where binding residues are extremely fewer in number than non-binding… CONTINUE READING
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